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Marny's Projects

aconvnet-pytorch icon aconvnet-pytorch

PyTorch implementation of Target Classification Using the Deep Convolutional Networks for SAR Images

ae-com-roadmap icon ae-com-roadmap

Collections of Papers and Codes about Communication Systems Built by Autoencoder

autoencoder-based-communication-system icon autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

dbp icon dbp

Simulation code for decentralized baseband processing (DBP) in massive MIMO systems

dfl-pens icon dfl-pens

Decentralized federated learning of deep neural networks on non-iid data

dubbo icon dubbo

Apache Dubbo is a high-performance, java based, open source RPC framework.

fate icon fate

An Industrial Grade Federated Learning Framework

fedbn icon fedbn

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

fedcspc icon fedcspc

Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data

feddistill icon feddistill

Code of communication overhead research of FedDistill on distributed drone

federated-learning icon federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

fedfed icon fedfed

[NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"

fedgen icon fedgen

Code and data accompanying the FedGen paper

fedshare icon fedshare

PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.

flis icon flis

FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution

flower icon flower

Flower: A Friendly Federated Learning Framework

fsl-mate icon fsl-mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

hfedkd icon hfedkd

Model-heterogeneous federated learning using knowledge distillation, evaluated on VGG-{11, 13, 16, 19} and CharCNN.

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